Feiyang Kang

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 15

Top Topics

Convolutional Neural Network

Kolmogorov Complexity

Data Acquisition

Top Venues

Publications

Si Chen, Feiyang Kang, Ning Yu, Ruoxi Jia
FASTTRACK: Fast and Accurate Fact Tracing for LLMs. CoRR (2024)
Feiyang Kang, Hoang Anh Just, Yifan Sun, Himanshu Jahagirdar, Yuanzhi Zhang, Rongxing Du, Anit Kumar Sahu, Ruoxi Jia
Get more for less: Principled Data Selection for Warming Up Fine-Tuning in LLMs. CoRR (2024)
Feiyang Kang, Yifan Sun, Bingbing Wen, Si Chen, Dawn Song, Rafid Mahmood, Ruoxi Jia
AutoScale: Automatic Prediction of Compute-optimal Data Composition for Training LLMs. CoRR (2024)
Feiyang Kang, Hoang Anh Just, Yifan Sun, Himanshu Jahagirdar, Yuanzhi Zhang, Rongxing Du, Anit Kumar Sahu, Ruoxi Jia
Get more for less: Principled Data Selection for Warming Up Fine-Tuning in LLMs. ICLR (2024)
Myeongseob Ko, Feiyang Kang, Weiyan Shi, Ming Jin, Zhou Yu, Ruoxi Jia
The Mirrored Influence Hypothesis: Efficient Data Influence Estimation by Harnessing Forward Passes. CoRR (2024)
Lingjiao Chen, Bilge Acun, Newsha Ardalani, Yifan Sun, Feiyang Kang, Hanrui Lyu, Yongchan Kwon, Ruoxi Jia, Carole-Jean Wu, Matei Zaharia, James Zou
Data Acquisition: A New Frontier in Data-centric AI. CoRR (2023)
Feiyang Kang, Hoang Anh Just, Anit Kumar Sahu, Ruoxi Jia
Performance Scaling via Optimal Transport: Enabling Data Selection from Partially Revealed Sources. CoRR (2023)
Feiyang Kang, Hoang Anh Just, Anit Kumar Sahu, Ruoxi Jia
Performance Scaling via Optimal Transport: Enabling Data Selection from Partially Revealed Sources. NeurIPS (2023)
Hoang Anh Just, Feiyang Kang, Tianhao Wang, Yi Zeng, Myeongseob Ko, Ming Jin, Ruoxi Jia
LAVA: Data Valuation without Pre-Specified Learning Algorithms. ICLR (2023)
Yi Zeng, Zhouxing Shi, Ming Jin, Feiyang Kang, Lingjuan Lyu, Cho-Jui Hsieh, Ruoxi Jia
Towards Robustness Certification Against Universal Perturbations. ICLR (2023)
Junyan Wang, Ziyan Lian, Feiyang Kang, Jinkai Chen
RepCFT: A Fusion Model of Reparameterized Convolutional Neural Network and Visual Transformer for Wood Species Recognition. ICAICE (2023)
Hoang Anh Just, Feiyang Kang, Jiachen T. Wang, Yi Zeng, Myeongseob Ko, Ming Jin, Ruoxi Jia
LAVA: Data Valuation without Pre-Specified Learning Algorithms. CoRR (2023)
John Baillieul, Feiyang Kang
Visual Navigation with a 2-pixel Camera - Possibilities and Limitations. CoRR (2021)
Hanchen Yang, Feiyang Kang, Caiwen Ding, Ji Li, Jaemin Kim, Donkyu Baek, Shahin Nazarian, Xue Lin, Paul Bogdan, Naehyuck Chang
Prediction-based fast thermoelectric generator reconfiguration for energy harvesting from vehicle radiators. DATE (2018)
Hanchen Yang, Feiyang Kang, Caiwen Ding, Ji Li, Jaemin Kim, Donkyu Baek, Shahin Nazarian, Xue Lin, Paul Bogdan, Naehyuck Chang
Prediction-Based Fast Thermoelectric Generator Reconfiguration for Energy Harvesting from Vehicle Radiators. CoRR (2018)